Computer Configuration > Administrative Templates > Google Chrome
Both
HKLM\Software\Policies\Google\Chrome
Unless SafeBrowsingEnabled is set to False, then setting AdsSettingForIntrusiveAdsSites to 1 or leaving it unset allows ads on all sites. Setting the policy to 2 blocks ads on sites with intrusive ads.